Entropy-complexity characterization of brain development in chickens

Electroencephalography (EEG) reflects the electrical activity of the brain, which can be considered chaotic and ruled by a nonlinear dynamics. Chickens exhibit a protracted period of maturation, and this temporal separation of the synapse formation and maturation phases is analogous to human neural...

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Detalles Bibliográficos
Autores principales: Montani, Fernando Fabián, Rosso, Osvaldo A.
Formato: Articulo
Lenguaje:Inglés
Publicado: 2014
Materias:
Ciencias Exactas
Chicken brain
EEG signals
Neural maturation
Statistical complexity measure
Acceso en línea:http://sedici.unlp.edu.ar/handle/10915/85263
Aporte de:
SEDICI (UNLP) de Universidad Nacional de La Plata
id I19-R120-10915-85263
record_format dspace
institution Universidad Nacional de La Plata
institution_str I-19
repository_str R-120
collection SEDICI (UNLP)
language Inglés
topic Ciencias Exactas
Chicken brain
EEG signals
Neural maturation
Statistical complexity measure
spellingShingle Ciencias Exactas
Chicken brain
EEG signals
Neural maturation
Statistical complexity measure
Montani, Fernando Fabián
Rosso, Osvaldo A.
Entropy-complexity characterization of brain development in chickens
topic_facet Ciencias Exactas
Chicken brain
EEG signals
Neural maturation
Statistical complexity measure
description Electroencephalography (EEG) reflects the electrical activity of the brain, which can be considered chaotic and ruled by a nonlinear dynamics. Chickens exhibit a protracted period of maturation, and this temporal separation of the synapse formation and maturation phases is analogous to human neural development, though the changes in chickens occur in weeks compared to years in humans. The development of synaptic networks in the chicken brain can be regarded as occurring in two broadly defined phases. We specifically describe the chicken brain development phases in the causality entropy-complexity plane H×C, showing that the complexity of the electrical activity can be characterized by estimating the intrinsic correlational structure of the EEG signal. This allows us to identify the dynamics of the developing chicken brain within the zone of a chaotic dissipative behavior in the plane H×C.
format Articulo
Articulo
author Montani, Fernando Fabián
Rosso, Osvaldo A.
author_facet Montani, Fernando Fabián
Rosso, Osvaldo A.
author_sort Montani, Fernando Fabián
title Entropy-complexity characterization of brain development in chickens
title_short Entropy-complexity characterization of brain development in chickens
title_full Entropy-complexity characterization of brain development in chickens
title_fullStr Entropy-complexity characterization of brain development in chickens
title_full_unstemmed Entropy-complexity characterization of brain development in chickens
title_sort entropy-complexity characterization of brain development in chickens
publishDate 2014
url http://sedici.unlp.edu.ar/handle/10915/85263
work_keys_str_mv AT montanifernandofabian entropycomplexitycharacterizationofbraindevelopmentinchickens
AT rossoosvaldoa entropycomplexitycharacterizationofbraindevelopmentinchickens
bdutipo_str Repositorios
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